Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-15 1.261590 1.552584 1.933109 2.485624 3.302272 4.531049 6.676752
2025-06-22 0.891274 1.202962 1.676459 2.511810 4.126409 7.682472 19.256883
2025-06-29 0.692230 0.984539 1.469858 2.441857 4.734727 11.877227 66.672558
2025-07-06 0.575229 0.848410 1.331705 2.397903 5.373632 18.601298 613.020372
2025-07-13 0.522676 0.801115 1.328878 2.630405 7.136658 43.298108 NaN
2025-07-20 0.474226 0.747913 1.294632 2.769629 8.974409 117.129629 NaN
2025-07-27 0.426512 0.685622 1.222046 2.764678 10.322539 357.727287 NaN
2025-08-03 0.382473 0.622490 1.131185 2.658711 11.021794 1354.800418 NaN
2025-08-10 0.355432 0.588226 1.097671 2.723304 13.259222 NaN NaN
2025-08-17 0.336079 0.566181 1.087458 2.868005 17.102188 NaN NaN
2025-08-24 0.313405 0.533915 1.044558 2.868427 19.845855 NaN NaN
2025-08-31 0.289648 0.496432 0.981059 2.755484 20.836199 NaN NaN
2025-09-07 0.277102 0.481994 0.976580 2.904672 28.156263 NaN NaN
2025-09-14 0.261533 0.459166 0.945284 2.919913 34.053319 NaN NaN
2025-09-21 0.244787 0.431935 0.897001 2.829681 36.898794 NaN NaN
2025-09-28 0.230831 0.409586 0.858882 2.774635 41.405397 NaN NaN
2025-10-05 0.226539 0.408575 0.881770 3.063474 74.250896 NaN NaN
2025-10-12 0.219602 0.400641 0.882674 3.237775 124.706278 NaN NaN
2025-10-19 0.209744 0.384843 0.856689 3.231553 166.148974 NaN NaN
2025-10-26 0.198505 0.364833 0.814642 3.098807 175.268651 NaN NaN
2025-11-02 0.191893 0.355344 0.804491 3.179657 297.746261 NaN NaN
2025-11-09 0.187264 0.350195 0.807424 3.361518 833.251287 NaN NaN
2025-11-16 0.180280 0.338681 0.787598 3.362051 1681.996772 NaN NaN